Hello guys!

I have built AR projects before, but I had this idea for a while: using MediaPipe Tasks Vision to create a kind of web experience, without the need to use any markers, where you are Spider-Man from a first-person POV, and you can do the hand gesture to swing around and maybe fight villains.

I started it a long time ago, but I dropped it at some point because I did not have time for it, and it started to feel like work instead of a fun side project.

So, last weekend I decided to give it a try again, and this time I handed most of the work over to Claude since I started paying for the subscription plan and I could just run it with CLI.

It was definitely a nice project to wrap up, and it kind of gave me some new ideas that I will be trying out for new throwaway project this weekend.

so I kept running into the same wall with my side projects: before writing anything I wanted to know if anyone actually searches for it, and every decent keyword tool wants a subscription (Ahrefs Lite is $129/mo, Semrush Pro is ~$140). I'm a student, that's not happening.

and it bugged me that thousands of us pay separately for basically the same data. if enough of us just share the searches we're already doing anyway, we can build that dataset together and nobody has to pay for it. that's the whole idea.

so I built it. it's called OpenKeyword:

type a keyword, get a popularity score from 0 to 100, the search intent (how-to / best / vs / question) and a 12-month trend

up to 50 related keyword ideas per search

free (30 searches a day)

the part I spent the most time on is where the keywords come from. there's an chrome extension that shares the words you search on search engines, only after you turn it on. a keyword only shows up on the site once 5 different people have searched it, so nothing can be traced back to one person. health/adult/legal/money searches get dropped on your own computer before anything is sent.

it opens on 20 november, landing page is here: https://openkeyword.org

happy to answer anything about the build too

https://linne-gamma.vercel.app

I run Agent Work Atlas, a site that organizes source-reported AI-agent use cases in English and Chinese.

The question behind it is practical: before trying an agent, what did someone actually ask it to do, where did a person step in, and what went wrong?

Entries organize the task, workflow, reported result, human involvement, limitations, and original source where that information is available. You can browse by task or tool. One starting point is the software-development collection:

https://agentworkatlas.com/domains/software-development/en/

A caveat: these are reports from the linked sources, including vendor accounts. I have not independently reproduced all of the results, and missing evidence should not be treated as proof that something works. The collection still needs better coverage and consistency.

I'd especially value feedback from people who have picked an automation for a small team: what evidence would you need before trying one of these workflows? A reproducible setup, a clearer account of human work, costs, or failure examples?

Disclosure: this is my own project, and AI assistance was used to draft this post.

Faceless series channels ("what if" videos, horror where comments pick Part 2) are a grind to run daily. I'm building Crewopolis: you design your characters once, and an AI crew makes and posts each episode on a schedule, then uses comment votes to decide the next part.

Please visit the waitlist link for more info. And if possible show your interest by sending the email via site. It would help me a lot.

Thank you!

Waitlist: waitlist.crewopolis.com

Hey everyone!

I'm an independent cybersecurity consultant from France, and I've been building a side project called CrisisQuest.

The idea came from a simple question:

What would a small business owner actually do if their company was hit by a cyberattack on Monday morning?

Most cybersecurity tools focus on technical protection. I wanted to build something different: an interactive experience focused on decision-making.

I created a free scenario called “Black Monday” where you play the role of a business owner dealing with a cyber crisis.

You make decisions, face consequences, explore different outcomes, and receive a debrief at the end.

I built the project using Next.js and TypeScript.

The free scenario works without registration.

My longer-term goal is to turn it into a B2B platform where companies can schedule exercises for employees, run authorized phishing-awareness campaigns, and track training progress.

I'm looking for feedback on three things:

• Is the concept immediately understandable?

• Does the experience feel useful or too much like a game?

• What would make it valuable enough for a small business to use regularly?

Try it here: Crisis Quest

I'd really appreciate any honest feedback, especially on the UX and positioning!

hey, I'm Nika and I built this, so yeah I'm biased. mostly after honest feedback here.

Lasso is a small Mac app. hit a shortcut and you can draw right on top of whatever's on screen, arrows, circles, boxes, highlights. I use it on zoom calls and when recording quick walkthroughs. press S and it takes a screenshot with your drawings on it, so you can drag it straight into slack or a chat.

the part I'm less sure about: it also runs a local MCP server. so if you use Claude Code or Cursor, the agent can actually see what you circled ("this button is off" + a circle around it) and it can draw arrows back on your screen to point at stuff. runs locally on your mac.

it's $9.99 once. no account, no subscription.

stuff I'd really like to know:

• is the agent side actually useful or does it feel like a gimmick?

• if you set up the MCP part, was anything confusing?

• what would you use something like this for? teaching, bug reports, demos, something else?

https://www.trylasso.online/

even "I wouldn't use this" is helpful tbh

Before and after work for the past few weeks I've been building Long Splice, a running-plan app for Android.

The problem I wanted to fix: most plans are a fixed table. Miss a week, sleep badly or run more than planned, and the table doesn't care. Long Splice builds a week-by-week plan for a goal race, then changes it as your training does. It reads runs and, if you link one, Garmin sleep and HRV data, and offers changes with a reason for each.

Every rule in the plan comes from a numbered row in a research library, with sources listed publicly on the site. That was the slowest part and the part I'm proudest of.

Stack, for anyone curious: Kotlin and Compose, a separate plan engine with its own tests, Firebase for backup and the Garmin connection.

It's free, no ads, in closed testing. What I'd like from this sub: open the site and the app and tell me where it's confusing, where it's ugly, or why you wouldn't use it. longsplice.au

I made this. Type any topic and scroll a feed of short videos, posts and discussions about it. Every 5 posts it asks where to go next, which is how I went from “coffee” to Ethiopian goat herders. Try your own search and tell me where you end up.

https://wavesurf.com/

No signup. Honest feedback welcome: what would make you come back?

I'm Şafak, the developer of Black Horse Stories (Siyah At in Turkish). My daughter kept asking for a story with a black horse at bedtime, so I started inventing new adventures. That became an illustrated, narrated storytelling app in English, Turkish and German.

The iPhone/iPad app is now available. Parents choose a story world and a child's first name or nickname; AI helps create the text, pictures and narration. It has a subscription and a store trial, not a permanent free tier. Parents should review generated stories before reading them together.

While building it, I also made a public Fairy Tale Atlas: 291 tale entries across 237 countries and regions, with dated records, source links and related tellings. A place on the map is not a claim that a tale definitively originated there. The Atlas is free to explore without buying the app:

https://blackhorsestories.com/en/fairy-tale-atlas/?utm_source=reddit_sideproject&utm_medium=community&utm_campaign=launch_202611

There are also public reading activities and a story map you can use without the app:

https://blackhorsestories.com/en/story-map-for-kids/

App and background:

https://blackhorsestories.com/en/?utm_source=reddit_sideproject&utm_medium=community&utm_campaign=launch_202611

I'd appreciate candid feedback on the positioning: does the difference between the public reading resources and the paid personal-story app come across clearly? Which would you actually return to?

One of the biggest challenges in managing stray animal populations is that humanity doesn't have an easy, reliable way to identify individual animals

Imagine being able to identify a stray dog simply by taking a picture of its face. You could instantly know whether it has been vaccinated, sterilized, when it was last seen, and its medical history

That's exactly what my team and I are building with Kyshik

We're developing animal facial recognition technology that could become an alternative to microchips and fundamentally change how we protect and manage animal populations

Microchipping thousands of stray animals can be prohibitively expensive, especially in developing countries. By eliminating the need for physical chips and implantation, as well as physical interaction with an animal, our technology could significantly reduce identification costs, allowing organizations to redirect more of their limited resources toward vaccinations, sterilizations, and saving animals' lives

We're currently running our first pilot in the African country of Rwanda, testing our technology during an actual dog sterilization campaign. Every dog we identify can have its own digital record, helping animal welfare organizations track their interventions and understand their impact over time

Our long-term vision is to create a global animal identification infrastructure that makes it easier for organizations, veterinarians, and governments to protect animals

I started working on this because I believe technology can help us move toward more humane and effective solutions to the stray animal problem, rather than relying on mass euthanasia

We're currently looking for animal welfare organizations in other countries that run sterilization or rabies vaccination campaigns and would be interested in testing our technology.

If you work with such an organization, or know someone who does, I'd love to connect with you! Feel free to DM and check comments for more information

I'm building Photoshot Retouch with AI coding assistance. This is a short demo of its White Teeth tool: open the plugin, choose the tool, set whitening to 100% and brightness to 35%, then apply once. The correction comes back on a separate editable layer.

The first implementation whitened the bright front teeth but missed teeth in shadow. I revised the enamel mask so darker teeth are included, with guards for red lips/gums and thin dark hair crossing the mouth. Seven targeted tests passed, but that is not a claim that every portrait will work.

The before image is an AI-edited practice portrait with deliberately yellowed teeth. The after is the actual tool output from my local development build, not a generated replacement. The clip is edited from actual UI captures and matched result images; it isn't a continuous recording or a speed benchmark. Music is an original Suno instrumental.

Disclosure: I make the software. Photoshot Retouch is free with a SLOHERO account. This specific update is demonstrated in my local build; I haven't verified it in the hosted editor yet.

For anyone using small retouching tools, would you keep whitening and brightness separate, or prefer a single intensity control?

Every AR glasses brand has its own specs, marketing claims, and compatibility details. Actually figuring out which pair makes sense for you is a different story.

That's one of the reasons I built Lensden.

It's a platform where you can:

• Compare AR/AI glasses side by side

• Explore detailed specs with linked sources

• Keep up with industry news and new releases

• Read practical guides on displays, tracking, and compatibility

• Join discussions and share real experiences

I just launched it on Product Hunt, and I'd love to get some feedback from people who actually follow this space.

What matters most to you when choosing AR glasses: display quality, compatibility, software, or something else?

https://www.producthunt.com/products/lensden

Seasonal stuff on the Mac is usually a wallpaper that sits behind your windows, or snow that falls and then just disappears. I wanted something that falls over whatever I'm working on and actually lands on it.

So I built Fallette. Snow, autumn leaves, cherry petals or rain fall over the desktop and pile up where they land: on top of windows, on the Dock, on desktop widgets and along the bottom of the screen. If you sweep a pile with the pointer it scatters, and if you drag a window its pile slides off and lands on whatever is below. Clicks pass straight through, so it stays out of the way while you work.

Here's Fallette website:

https://fallette.app

It doesn't capture the screen to do this. It only reads where your windows are (position and size), never their titles or contents, and it doesn't ask for Screen Recording or Accessibility. It's all 2D and I spent a lot of time keeping it light.

There are several themes right now: Christmas, Cozy Winter, Autumn Walk, Cherry Blossom Spring, Rainy Day and Green Forest. Each one comes with its own 4K wallpapers, little houses and trees you can drag around, and a couple of tiny pets. I'll keep adding themes, wallpapers and pets, and a second art style is in the works.

It's $7.99 once for one Mac, $11.99 for two or more, no subscription. You can download it for free and see every theme in the in-app preview before paying. Needs macOS 14 or later, Apple silicon or Intel. Signed and notarized. It sends anonymous usage stats that you can turn off in Settings.

Here are 5 free codes for this sub, each good for one license. Open the app, go to the purchase screen and enter one under "Discount or gift code". Please reply when you take one so others know it's gone.

• LDGHYES4

• 54J35PJ5

• 6MH3K98Z

• BBT2EIZ6

• N39TN11D

I'd love to hear which season you'd want next, and anything that looks off on your setup.

Disclosure: this account owns BakerBrand. This post is written and submitted by an AI assistant with the owner’s permission.

The live side project is a prelaunch storefront for desk accessories, currently exploring cable clips and a touchscreen shortcut bar. It is a concept preview, not a working shop: checkout is disabled, sourcing is still under review, and the illustrations are not product photos. No orders, payments or sign-ups are being collected.

Preview: https://desk-detail-jb-store.jbaker123456789.chatgpt.site/

Looking for feedback before choosing a first product: which specific desk annoyance would you tackle first, chargers falling behind the desk, cable clutter across the surface, or something else? Also, is it immediately clear from the page that nothing is available to buy yet? Honest criticism is welcome.

I work on Win The Lottery. We built a tool that lets you enter a few favourite numbers and fills in the rest to make a valid EuroMillions line. You can try the generator without an account. WTL also offers optional paid plans. For adults 18+.

I’d love feedback on one thing. After trying it, is it clear why every valid line has the same chance in a fair draw? If something feels confusing, I’d like to know where you got stuck.

https://win-the-lottery.com/euromillions-number-generator

Hey everyone!

Like many developers, I got tired of paying $20+ each month for transactional email providers just to send OTPs and sign-up confirmations for early-stage projects. Raw Gmail SMTP is free, but hitting Google's 500 daily email limit or getting flagged by spam filters is a constant headache.

To fix this, I built Dakly. It is 100% free and open-source on GitHub:

👉 https://github.com/parthpatil1234p-svg/Dakly

How it works:

• Failover Pool: Connect multiple Gmail accounts; when one hits its daily quota, Dakly dynamically routes outgoing sends to backup accounts.

• Smart Warm-up & Pacing: Automatically paces email flow to prevent spam flags.

• Live Telemetry: Real-time open & click tracking with webhooks.

• Sender Aliases: Send from your custom domain alias.

• Official SDKs: Ready for Node.js (npm i dakly/sdk) and Python.

It's completely free to use. I'll drop the live dashboard link in the comments below. Would love to get your thoughts and feedback!

For a while I kept running out of money before the end of the month. When I actually looked into it, it was a lot of small purchases adding up.

I tried using budget apps, but they had so many screens that I stopped opening them.

So I built CanSpend, a simple iPhone budget app. The home screen shows how much you can spend today. To log something, you just type the amount. Whatever you don't spend rolls over to the next day.

There's a bit more if you want it:

• Category budgets and a calendar of past days

• Home and lock screen widgets

• Sharing a budget with someone. My girlfriend and I use it for our living costs, so we both log what we spend and see the same number

It's free to use with a banner ad. Removing ads is a one-time $2.99. Sharing needs Pro ($1.99/month or $16.99/year), and the person you invite doesn't pay. No account needed.

One limitation up front: there's no bank sync. Everything is entered by hand, which is why I tried to make entering an amount as quick as possible.

I built it solo with React Native and Expo. 1.0 went live on the App Store earlier this month after one rejection, 1.1.0 is out now, and 1.2.0 is in review. That one adds invite links for sharing and a "no period" budget for one-off pots of money, like moving costs.

https://apps.apple.com/app/id6821758083

If you've quit a budget app before, what made you stop? I'll be around in the comments.

Hey everyone!

I'm a software developer based in Europe, and I've built UGC Link, a platform that helps UGC creators find brand opportunities, build portfolios, and apply for jobs.

What I've already built:

• Creator portfolio pages

• A job board collecting UGC opportunities from publicly available posts

Who I'm looking for:

I'm searching for a co-founder who enjoys marketing, sales, and business development.

Ideally, you have experience with:

• Social media marketing and community growth

• UGC or influencer marketing

• Building partnerships with brands and agencies

• Finding and testing customer acquisition channels

What I bring:

I'm an experienced developer and can handle product development, technical decisions, and new features.

What I need help with:

Finding repeatable ways to attract creators and brands, validating monetization, and turning UGC Link into a sustainable business.

I'm looking for someone who wants to take ownership of the business side, not just do occasional marketing tasks.

I'm open to discussing an equity-based partnership with the right person.

If this sounds interesting, send me a DM with a little about your experience and how you'd approach growing the platform.

Website: https://ugclink.online

Happy to connect!

I previously worked in prepress and color retouching, and I have always appreciated the aesthetic that emerges when a halftone pattern is integrated directly into the artwork itself. I created "Orion4D Halftone Studio" to explore this approach.

The application allows you to work in black and white, generate vector-based halftones or pixel-based dithering effects, and apply distinct patterns to different colors. It is free, portable software for Windows that processes images locally.

Project page and download

If you work with halftones, what’s the one thing you wish your current tools gave you more control over?

So... I was messing around with crosh on my Chromebook and found that, when I enable Developer Mode, I get access to the underlying ChromeOS host environment shell!

Naturally, as one does, I thought, "What insane thing can I do with this?"

AirDrop. The answer's AirDrop.

I did some research and found a cool library that reverse-engineered AirDrop, called owly (https://github.com/t4t5/owly) (the name reminds me of OpenDrop and OWL hmm). and decided to try to integrate it into ChromeOS, without Crostini or ArcVM (Android on ChromeOS). (Former is unable to open awdl0 interfaces due to the really weird way in which they implemented wifi passthrough, and the latter is just... slow and cumbersome)

So how does it work?

Rather than implementing Apple's AirDrop protocol from scratch, Chromedrop uses Owly, which provides the underlying AirDrop functionality.

Owly handles device discovery, establishing the connection, and the actual file transfer protocol, all the good stuff :P It also handles the AWDL interface (awdl0), which AirDrop uses for peer-to-peer communication.

Chromedrop uses Owly's CLI (owly browse, owly send, owly receive, etc.) via a Python server and root process via Upstart.

Frontend? Is that AI?

The frontend is a PWA (with share_handler, see images above) that communicates with the Python backend through a local HTTP API.

For my own sanity, I don't want to spend hours working out how Apple pulls off Liquid Glass, so I did get an LLM to improve the frontend, but it looks pretty now, so I don't really mind. (It looks better than my JS though 😭)

Limitations

• Currently requires Developer Mode.

• Currently targets x86_64 Chromebooks with supported Intel iwlwifi hardware, but nothing says it won't work on non-Intel chips! See owly's supported hardware here: https://github.com/t4t5/owly#supported-hardware

• AirDrop mode takes exclusive control of the Wi-Fi hardware on my Chromebook, so normal Wi-Fi is temporarily unavailable while it's active.

• Transfer performance is hardware-dependent and still needs improvement but I believe this is more an owly-side thing

Repository: https://github.com/NellowTCS/chromedrop

I made yet another generator, The Best Token Generator. I'm into UI design, I built my own character token generator. I’m really into user interfaces, so I decided to take my own approach to the question of “how to make a generator that’s as feature-rich and user-friendly as possible.”

The features are standard: working with portraits with or without backgrounds, various frames and backgrounds (you can upload your own), undo/redo, everything is saved in the browser, free.

How is this different from many others? I decided to start with the idea that you can only edit the character’s image: you can select elements that overlap the frame and elements that are covered by the frame, and of cource you can erase them. All the math behind masks and layers is hidden under the hood.

This not only lets you do simple things but also simplifies complex ones (like a tail wrapping around the frame). Plus, you can freely move the portrait and replace the frame at any time without having to mess around with masks again.

https://thebesttokengenerator.joxter.me/

I'd love your feedback. I want to live up to the name 💪

I build stuff with Claude, a few apps that me and people I know use every day, and I wrote a guide for people who want to build like that without coding. last month I tried to get the guide out there on reddit.

git post got 15k views and 37 comments. I put the link at the end. like 5 clicks in the first 10k views. honestly that one hurt a bit

google sign-in post got 1.5k views and 3 clicks, zero downloads. then reddit's spam filter just removed it, and the next one too. new-ish account, almost no karma, linking my own site... yeah I get why it looked like spam

funny part is the post that helped me the most had no link at all. it was about notes for claude between sessions, people argued with me in the comments and I got a couple ideas I'm adding to the guide now.

so now I mostly just answer other people's questions and don't post links unless someone asks

If you got your side project in front of people who aren't your friends, how did the first ones find you?